Sarah crumpled the invitation, a brittle sound in the quiet apartment. The edges of the paper bit into her palm. She'd been avoiding her phone for days, knowing this was coming.

Her reflection in the darkened window showed a woman aged beyond her years, her smile faded. She replayed the scene in her mind, over and over, the echoes of her voice, the accusations. The memory was a persistent hum in the background of everything.

She sank onto the sofa, hugging her knees to her chest. A tremor ran through her, an icy prickling that started in her toes and spread upward. The reunion loomed, a vast, echoing chamber filled with the ghosts of what sheโ€™d done.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264